Describe the k-mean and DBSCAN clustering algorithms in terms of the following criteria: shapes of clusters that can be determined. input parameters that must be specified; and limitations Cluster algorithm Shape of cluster Input parameter Limitation K-mean       DBSCAN

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Describe the k-mean and DBSCAN clustering algorithms in terms of the following criteria:

  • shapes of clusters that can be determined.
  • input parameters that must be specified; and
  • limitations

    Cluster algorithm

    Shape of cluster

    Input parameter

    Limitation

    K-mean

     

     

     

    DBSCAN

     

      

     

     

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